diff --git a/README.md b/README.md
index 11de003..9edb568 100644
--- a/README.md
+++ b/README.md
@@ -173,6 +173,6 @@ Then let Gonito pull them and evaluate your results.
                              evaluated (default: "out.tsv")
     --expected-file EXPECTED The name of the file with expected
                              results (default: "expected.tsv")
-    --metric METRIC          Metric to be used - RMSE, MSE or BLEU (default: RMSE)
+    --metric METRIC          Metric to be used - RMSE, MSE, Accuracy or BLEU (default: RMSE)
 
 If you need another metric, let me know, or do it yourself!
diff --git a/geval.cabal b/geval.cabal
index dc6c7d5..1895440 100644
--- a/geval.cabal
+++ b/geval.cabal
@@ -1,5 +1,5 @@
 name:                geval
-version:             0.1.1.1
+version:             0.1.2.1
 synopsis:            Machine learning evaluation tools
 description:         Please see README.md
 homepage:            http://github.com/name/project
diff --git a/src/GEval/Core.hs b/src/GEval/Core.hs
index 60927e9..0668328 100644
--- a/src/GEval/Core.hs
+++ b/src/GEval/Core.hs
@@ -38,7 +38,7 @@ import GEval.BLEU
 
 type MetricValue = Double
 
-data Metric = RMSE | MSE | BLEU
+data Metric = RMSE | MSE | BLEU | Accuracy
               deriving (Show, Read)
 
 defaultOutDirectory = "."
@@ -141,6 +141,9 @@ gevalCore' BLEU = gevalCore'' (Prelude.map Prelude.words . DLS.splitOn "\t" . un
           | c >= r = 1.0
           | otherwise = exp (1.0 - (r /. c))
 
+gevalCore' Accuracy = gevalCore'' strip strip hitOrMiss averageC id
+                      where hitOrMiss (x,y) = if x == y then 1.0 else 0.0
+
 (/.) :: Int -> Int -> Double
 x /. 0 = 1.0
 x /. y = (fromIntegral x) / (fromIntegral y)
diff --git a/src/GEval/OptionsParser.hs b/src/GEval/OptionsParser.hs
index d86571f..cca4605 100644
--- a/src/GEval/OptionsParser.hs
+++ b/src/GEval/OptionsParser.hs
@@ -73,7 +73,7 @@ metricReader = option auto
                  <> value defaultMetric
                  <> showDefault
                  <> metavar "METRIC"
-                 <> help "Metric to be used - RMSE, MSE or BLEU" )
+                 <> help "Metric to be used - RMSE, MSE, Accuracy or BLEU" )
 
 runGEval :: [String] -> IO (Either (ParserResult GEvalOptions) (Maybe MetricValue))
 runGEval args = do
diff --git a/test/Spec.hs b/test/Spec.hs
index 009ea99..927f886 100644
--- a/test/Spec.hs
+++ b/test/Spec.hs
@@ -33,6 +33,12 @@ main = hspec $ do
                   "test/bleu-perfect/bleu-perfect",
                   "--out-directory",
                   "test/bleu-perfect/bleu-perfect-solution"]) >>= extractVal) `shouldReturnAlmost` 1.0000
+  describe "Accuracy" $ do
+    it "simple example" $ do
+      ((runGEval ["--expected-directory",
+                  "test/accuracy-simple/accuracy-simple",
+                  "--out-directory",
+                  "test/accuracy-simple/accuracy-simple-solution"]) >>= extractVal) `shouldReturnAlmost` 0.6
   describe "precision count" $ do
     it "simple test" $ do
       precisionCount [["Alice", "has", "a", "cat" ]] ["Ala", "has", "cat"] `shouldBe` 2
diff --git a/test/accuracy-simple/accuracy-simple-solution/test-A/out.tsv b/test/accuracy-simple/accuracy-simple-solution/test-A/out.tsv
new file mode 100644
index 0000000..483a307
--- /dev/null
+++ b/test/accuracy-simple/accuracy-simple-solution/test-A/out.tsv
@@ -0,0 +1,5 @@
+A
+B
+A
+B
+B
diff --git a/test/accuracy-simple/accuracy-simple/config.txt b/test/accuracy-simple/accuracy-simple/config.txt
new file mode 100644
index 0000000..337a0cc
--- /dev/null
+++ b/test/accuracy-simple/accuracy-simple/config.txt
@@ -0,0 +1 @@
+--metric Accuracy
diff --git a/test/accuracy-simple/accuracy-simple/test-A/expected.tsv b/test/accuracy-simple/accuracy-simple/test-A/expected.tsv
new file mode 100644
index 0000000..613e83c
--- /dev/null
+++ b/test/accuracy-simple/accuracy-simple/test-A/expected.tsv
@@ -0,0 +1,5 @@
+A
+B
+B
+A
+B